Stochastic Optimization for Spectral Risk Measures

Ronak Mehta, Vincent Roulet, Krishna Pillutla +2

Spectral risk objectives - also called $L$-risks - allow for learning systems to interpolate between optimizing average-case performance (as in empirical risk minimization) and wor…